orbit
Time series forecaster
A Python package for Bayesian time series forecasting and inference with probabilistic programming languages under the hood.
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
2k stars
35 watching
134 forks
Language: Python
last commit: about 2 years agoarimabayesianbayesian-methodsbayesian-statisticschangepointexponential-smoothingforecastforecastingmachine-learningorbitprobabilisticprobabilistic-programmingpyropystanpythonpytorchregressionregression-modelsstantime-series
Related projects:
| Repository | Description | Stars |
|---|---|---|
| A Python package for time series classification and analysis | 1,781 | |
| An experimental framework for developing and testing deep learning models on time-series prediction tasks | 79 | |
| Provides a simple and unified interface to various univariate time-series prediction algorithms | 413 | |
| A tool for estimating dynamic systems from time series data | 40 | |
| A statistical library for time series analysis and forecasting | 1,603 | |
| A Python library for building machine learning models to forecast time series data | 1,189 | |
| A framework to perform time series forecasting using machine learning models on large datasets. | 924 | |
| A Python library providing fast and efficient smoothing and outlier detection techniques for time series data. | 743 | |
| A unified framework for probabilistic regression and prediction with Python-based tools. | 250 | |
| A comprehensive time series modeling library with various statistical models and inference methods. | 2,114 | |
| Analyzes GPS data to infer probabilistic schedules from transit vehicle movements | 10 | |
| A Python package for aggregating and analyzing time series data to accelerate model runs | 150 | |
| A Python library for predicting the orbits of Earth-orbiting objects | 140 | |
| A tool to improve data-driven forecasting by integrating expert knowledge and AI | 20 | |
| A Python framework for ensemble prediction and forecast verification in various weather-related fields | 477 |